qlora merge and load requires that base model isn't loaded in 4 or 8 bit
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README.md
16
README.md
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## Quickstart ⚡
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## Quickstart ⚡
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**Requirements**: Python 3.9.
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**Requirements**: Python 3.9.
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```bash
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```bash
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git clone https://github.com/OpenAccess-AI-Collective/axolotl
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git clone https://github.com/OpenAccess-AI-Collective/axolotl
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@@ -45,7 +45,7 @@ accelerate launch scripts/finetune.py examples/4bit-lora-7b/config.yml \
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### Environment
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### Environment
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- Docker
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- Docker
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```bash
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```bash
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docker run --gpus '"all"' --rm -it winglian/axolotl:main
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docker run --gpus '"all"' --rm -it winglian/axolotl:main
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```
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```
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@@ -332,7 +332,7 @@ seed:
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### Accelerate
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### Accelerate
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Configure accelerate
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Configure accelerate
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```bash
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```bash
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accelerate config
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accelerate config
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@@ -363,12 +363,18 @@ Pass the appropriate flag to the train command:
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### Merge LORA to base
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### Merge LORA to base
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Add below flag to train command above
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Add below flag to train command above (and using LoRA)
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```bash
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```bash
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--merge_lora --lora_model_dir="./completed-model"
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--merge_lora --lora_model_dir="./completed-model"
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```
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```
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Add below flag to train command above (and using QLoRA)
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```bash
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--merge_lora --lora_model_dir="./completed-model" --load_in_8bit False --load_in_4bit False
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```
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## Common Errors 🧰
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## Common Errors 🧰
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> Cuda out of memory
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> Cuda out of memory
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@@ -383,7 +389,7 @@ Please reduce any below
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Try set `fp16: true`
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Try set `fp16: true`
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## Need help? 🙋♂️
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## Need help? 🙋♂️
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Join our [Discord server](https://discord.gg/HhrNrHJPRb) where we can help you
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Join our [Discord server](https://discord.gg/HhrNrHJPRb) where we can help you
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## Contributing 🤝
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## Contributing 🤝
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